Applications of advanced data science tools for data retrieval, statistical analysis and machine learning, optimization, and visualization. Multiple case studies will illustrate the practical use of these tools.

Prerequisites: PSTAT 131 or PSTAT 231 or Computer Science 165B; and Computer Science 9 (preferred) or Computer Science16. A minimum letter grade of C or better must be earned in each course.

4

Units

Optional

Grading

1, 2

Passtime

None

Level Limit

Letters and science

College
These majors only finms stsds actsc stsap stats
COBURN K M
Katie Coburn
3.3
43 reviews
ILP 3314
W
08:00 AM - 08:50 AM
17 / 25

GIRV 2119
W
09:00 AM - 09:50 AM
24 / 25

ILP 4207
W
10:00 AM - 10:50 AM
24 / 25

PHELP1445
W
12:00 PM - 12:50 PM
25 / 25 Full

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Fall 2024 . Coburn K M
CHEM 1171
T R
15:30 PM - 16:45 PM
Winter 2024 . Oh Sang-Yun
PSYCH1924
T R
11:00 AM - 12:15 PM
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PSTAT 134 Coburn K M Winter 2025 Total: 91
PSTAT 134 Coburn K M Fall 2024 Total: 78
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43
3.3
PSTAT120B . Coburn K M A Month Ago

Nice person but not very accessible outside of class. Lectures are lackluster, expect to self study a big portion of the class. Dont expect to leave with good knowledge of mathematical statistics.

0 helpful 0 unhelpful
PSTAT120B . Coburn K M A Month Ago

I just self-studied for all the materials and got an A. Exams become easy if you can 100% solve all these practice problems.

0 helpful 0 unhelpful
PSTAT120B . Coburn K M A Month Ago

The instructor was largely unresponsive to emails, including inquiries about the final exam. Even the TA had difficulty reaching her. Lectures were minimal and lacked depth, requiring significant self-study to truly understand the material. If you're looking for a course with strong guidance and engagement, this might not be the best choice.

0 helpful 0 unhelpful
PSTAT131 . Coburn K M A Month Ago

Good professor with knowledge of the subject. Straightforward in their expectations and lectures.

0 helpful 0 unhelpful
PSTAT120a . Coburn K M 4 Months Ago

The lectures were lackluster and behind schedule, making the course feel a lot harder than it really was. Coburn grades generously, but I feel that I've learned very little in her class.

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PSTAT120a . Coburn K M 5 Months Ago

Frequently made mistakes on example problems and often did not give clear answers to student questions. Resulting slow pace led to us missing 2 full weeks of content. Didn't really promote understanding of material, just how to plug in formulas. Honestly not even worth the easy A for PSTAT majors. Take someone else if possible

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PSTAT 126
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PSTAT 126
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PSTAT 126
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11:00 AM - 12:15 PM
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122 / 125 Enrolled
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Julie Swenson 4.3
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09:30 AM - 10:45 AM
35.8% A
PSTAT 131
80 / 80 Full
Introduction to Statistical Machine Learning
Guo Yu 2.9
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11:00 AM - 12:15 PM
58.3% A
PSTAT 131
79 / 80 Enrolled
Introduction to Statistical Machine Learning
Guo Yu 2.9
T R
12:30 PM - 13:45 PM
58.3% A